Muhammad Abdur Rehman
FAST
· 2023
Email
abdurrehman4355@gmail.com
Phone
03120696666
GitHub
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Academic
Program
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CGPA
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Year
2023
Education
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Address
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DOB
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ayn Muhammad Abdur Rehman 03120696666, abdurrehman4355@gmail.com Islamabad LinkedIn: https://www.linkedin.com/in/abdur-rehman-420761194 [Education Bachelor of Science (Data Science) 2023 Major: Data Science, Machine Learning, Deep Learning, Data Analytics, Data Visualization, Datamining, Natural Language Processing, Artificial Intelligence, Database, Data Warehouse, DevOps PECB, Beijing 2018 levels (Physics, IT, Mathematics) PECB, Beijing 2016 Olevels (Physics, Chemistry, Mathematics, IT, English, Advanced Maths) Projects Final Project: Recommendation system for E-commerece Businesses [Python, Pandas, NumPy, Jupyter Notebook, cikit-learn, PyTorch, MongoDB, Selenium, BeautifulSoup, React.js, HTML, CSS, Git, Flask, AWS EC2] This project leverages publicly available e-commerce data to perform time series analysis, revealing product trends land market insights for strategic decision-making for e-commerece businesses and investors. Semester Projects: Meme Sentiment Analysis [Python, Pandas, NumPy, PyTorch, NLTK, spaCy, scikit-learn, Jupyter Notebook] Multimodal Neural Network to classify the sentiment of memes. Diabetes Detection using Eye Images [Python, Pandas, PyTorch, OpenCV, scitkit-learn, Jupyter Notebook] ‘Convolutional Neural Networks were used to detect diabetes in segmented images. Malicious URL Detection [Python, Transformers, HuggingFace, Jupyter Notebook] Trained BERT to classify urls as benign, spam, malicious or safe. MESHJOIN: Near Real-time Data Warehouse [Java, SQL, MySQL, Eclipse] mplemented MESHJOIN to join multiple streams and populate a Data Warehouse. GYM Database Development [PHP, SQL, HTML, CSS] Designed and implemented a relational database for a local gym with integrated dashboard. Extractive Summarization of Urdu Videos [Python, Pandas, NumPy, NLTK, Jupyter Notebook] Used NLP techniques to summarize the general idea behind videos in Urdu. Multi-Node Hadoop Cluster [Python, Azure, Hadoop] (Created multi-node clusters on Azure to Map-Reduce large files using the Hadoop framework. B and B-Plus Trees [C++, Visual Studio] mplemented B and B-Plus Trees data structures to store data. Proceduraly Generated Mario [Java, Python] Enhanced Mario gameplay by using procedurally generated content for creating mario maps. Work Experience EDTechWorx June 2020 - August 2020 course designing consultant for python. Skills & Tools Professional Skills Communication, Teamwork, Time Management, Active Listener, Adaptibility, Problem Solving Technical Skills Python, Pandas, NumPy, scikit-learn, Matplotlib, Plotly, PyTorch, Transformers, HuggingFace, MongoDB, Flask, React.js, HTML, CSS, Selenium, NLTK, spaCy, OpenCV, C++/C, SQL, MySQL, Visual Code, Visual Studio, Anaconda, Jupyter Notebook, Eclipse, Docker, Kubernetes, DockerSwarm. Activities ice President of the FAST debating club (2022) Team Member of team operations for NaSCon (2020) Interests Music creation, Video Game development, 3d modelling.
AI enrichment
Muhammad Abdur Rehman is a 2023 Data Science graduate with practical experience in machine learning, NLP, and data engineering through academic projects. He has demonstrated proficiency in Python, PyTorch, and cloud technologies like AWS and Azure, along with foundational DevOps skills.
Skills (AI)
["Python", "Machine Learning", "Deep Learning", "PyTorch", "Natural Language Processing", "Data Science", "SQL", "MongoDB", "Flask", "React.js", "AWS", "Azure", "Docker", "Kubernetes", "Hadoop", "Git"]
Status: ai_done
Provenance
Source file: —Created: 1777726226